The Development of Hyperspectral Distribution Maps to Predict the Content and Distribution of Nitrogen and Water in Wheat (Triticum aestivum)

Irrigation decision support based on leaf relative water content determination in olive grove using near infrared spectroscopy

(2019) Irina Torres et al.   BIOSYSTEMS ENGINEERING

Estimating leaf nitrogen concentration considering unsynchronized maize growth stages with canopy hyperspectral technique

(2019) Peng-Fei Wen et al.   ECOLOGICAL INDICATORS

Ability of models with effective wavelengths to monitor nitrogen and phosphorus status of winter oilseed rape leaves using in situ canopy spectroscopy

(2018) Lantao Li et al.   FIELD CROPS RESEARCH

A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra

(2018) Andre Carnieletto Dotto et al.   GEODERMA

The adoption of automated phenotyping by plant breeders

(2018) Lana Awada et al.   EUPHYTICA

Improving High-Throughput Phenotyping Using Fusion of Close-Range Hyperspectral Camera and Low-Cost Depth Sensor

(2018) Peikui Huang et al.   SENSORS

Determination of Growth Stage-Specific Crop Coefficients (Kc) of Sunflowers (Helianthus annuus L.) under Salt Stress

(2017) Minghai Hong et al.   Water

High Throughput In vivo Analysis of Plant Leaf Chemical Properties Using Hyperspectral Imaging

(2017) Piyush Pandey et al.   Frontiers in Plant Science

Regression Algorithms in Hyperspectral Data Analysis for Meat Quality Detection and Evaluation

(2016) Ting-Tiao Pan et al.   COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY

Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging

(2016) Yufeng Ge et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparing different data preprocessing methods for monitoring soil heavy metals based on soil spectral features

(2016) A. Gholizadeh et al.   Soil and Water Research

Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

(2015) Noah Fahlgren et al.   CURRENT OPINION IN PLANT BIOLOGY

Genetic approaches to enhancing nitrogen-use efficiency (NUE) in cereals: challenges and future directions

(2015) Trevor Garnett et al.   FUNCTIONAL PLANT BIOLOGY

Calibration of hyperspectral close-range pushbroom cameras for plant phenotyping

(2015) Jan Behmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated phenotyping of plant shoots using imaging methods for analysis of plant stress responses – a review

(2015) Jan F Humplík et al.   Plant Methods

Detection of early plant stress responses in hyperspectral images

(2014) Jan Behmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Near Infrared Hyperspectral Image Regression: On the Use of Prediction Maps as a Tool for Detecting Model Overfitting

(2014) Aoife Gowen et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Hyperspectral Imaging for Mapping of Total Nitrogen Spatial Distribution in Pepper Plant

(2014) Ke-Qiang Yu et al.   PLoS One

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

Optimizing Savitzky–Golay Parameters for Improving Spectral Resolution and Quantification in Infrared Spectroscopy

(2013) Boris Zimmermann et al.   APPLIED SPECTROSCOPY

Detecting macronutrients content and distribution in oilseed rape leaves based on hyperspectral imaging

(2013) Xiaolei Zhang et al.   BIOSYSTEMS ENGINEERING

Recent Advances in Wavelength Selection Techniques for Hyperspectral Image Processing in the Food Industry

(2013) Dan Liu et al.   Food and Bioprocess Technology

Assessing leaf nitrogen content and leaf mass per unit area of wheat in the field throughout plant cycle with a portable spectrometer

(2012) Martin Ecarnot et al.   FIELD CROPS RESEARCH

Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression

(2012) Christoffer Axelsson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Near-infrared hyperspectral imaging for predicting colour, pH and tenderness of fresh beef

(2011) Gamal ElMasry et al.   JOURNAL OF FOOD ENGINEERING

Non-destructive measurement of grapevine water potential using near infrared spectroscopy

(2010) R. DE BEI et al.   AUSTRALIAN JOURNAL OF GRAPE AND WINE RESEARCH

Sources of variability in canopy reflectance and the convergent properties of plants

(2010) S. V. Ollinger   NEW PHYTOLOGIST

Evaluating hyperspectral vegetation indices for estimating nitrogen concentration of winter wheat at different growth stages

(2010) Fei Li et al.   PRECISION AGRICULTURE

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Relations of remote sensing leaf water indices to leaf water thickness in cowpea, bean, and sugarbeet plants

(2007) H.-D. Seelig et al.   REMOTE SENSING OF ENVIRONMENT